{"id":"W4388753953","doi":"10.1021/acsami.3c11074","title":"Superomniphobic and Photoactive Surface Presents Antimicrobial Properties by Repelling and Killing Pathogens","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Antimicrobial; Microbiology; Contamination; Nanotechnology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335174,0.0003000197,0.000142624,0.0001841754,0.000105662,0.0002739151,0.000246406,0.000397051,0.0007529638],"category_scores_gemma":[0.0001385228,0.0001441312,0.0002051121,0.00009874041,0.0002082743,0.0001912206,0.0002687215,0.0002479167,0.0002024035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233014,"about_ca_system_score_gemma":0.0001017097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728826,"about_ca_topic_score_gemma":0.000729243,"domain_scores_codex":[0.999876,0.00001279643,0.000004945712,0.00002102456,0.00005753238,0.00002764591],"domain_scores_gemma":[0.999915,0.00001613318,0.00003095622,0.000006993654,0.00001504968,0.00001580016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001097955,0.000007708004,0.00009739691,0.0000261245,0.000001551333,0.00002089863,0.000004482241,0.00006514676,0.9985061,0.0000386238,0.00002634693,0.0011947],"study_design_scores_gemma":[0.000003685141,0.0002547302,0.002301188,0.000004592378,0.000006905523,0.0002484009,0.00002294273,0.001426494,0.9939646,0.00002781865,0.001730302,0.000008341074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822919,0.001013869,0.01296213,0.00008879668,0.00003119361,0.00002722476,0.0001137322,0.0001333655,0.003337753],"genre_scores_gemma":[0.9834636,0.0006491509,0.01256514,0.0001157467,0.00001186086,0.00002770174,0.0001482762,0.00001920952,0.002999365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007529638,"threshold_uncertainty_score":0.002518892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276646837677963,"score_gpt":0.2355880802464131,"score_spread":0.2128216118696334,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}